Risultati della ricerca - (endededecoding OR (coding OR decoding)) (algorithm OR (algorithmics OR Algorithmsssicics))

Energy-Based Diffusion Language Models for Text Generation di Xu, Minkai, Geffner, Tomas, Kreis, Karsten, Nie, Weili, Xu, Yilun, Leskovec, Jure, Ermon, Stefano, Vahdat, Arash

Sommario: “... propose an efficient generation algorithm via parallel important sampling. Comprehensive experiments...”
Testo

Precise and Dexterous Robotic Manipulation via Human-in-the-Loop Reinforcement Learning di Luo, Jianlan, Xu, Charles, Wu, Jeffrey, Levine, Sergey

Sommario: “... coordination. Our approach integrates demonstrations and human corrections, efficient RL algorithms, and other...”
Testo

How Do Developers Use Type Inference: An Exploratory Study in Kotlin di Flint, Samuel W., Keshk, Ali M., Dyer, Robert, Bagheri, Hamid

Sommario: “...Statically typed languages offer numerous benefits to developers, such as improved code quality...”
Testo

Bridge-IF: Learning Inverse Protein Folding with Markov Bridges di Zhu, Yiheng, Wu, Jialu, Li, Qiuyi, Yan, Jiahuan, Yin, Mingze, Wu, Wei, Li, Mingyang, Ye, Jieping, Wang, Zheng, Wu, Jian

Sommario: “... learning algorithms for this task has seen significant success, the prevailing approaches, which...”
Testo

SSFold: Learning to Fold Arbitrary Crumpled Cloth Using Graph Dynamics from Human Demonstration di Zhou, Changshi, Xu, Haichuan, Hu, Jiarui, Luan, Feng, Wang, Zhipeng, Dong, Yanchao, Zhou, Yanmin, He, Bin

Sommario: “... algorithm to gather and integrate human demonstration data into our novel end-to-end neural network...”
Testo

FedCVD: The First Real-World Federated Learning Benchmark on Cardiovascular Disease Data di Zhang, Yukun, Chen, Guanzhong, Xu, Zenglin, Wang, Jianyong, Zeng, Dun, Li, Junfan, Wang, Jinghua, Qi, Yuan, King, Irwin

Sommario: “... in realistic datasets that challenges current FL algorithms. To address these gaps, this paper presents...”
Testo

DPU: Dynamic Prototype Updating for Multimodal Out-of-Distribution Detection di Li, Shawn, Gong, Huixian, Dong, Hao, Yang, Tiankai, Tu, Zhengzhong, Zhao, Yue

Sommario: “..., and nine base OOD algorithms demonstrate that DPU significantly improves OOD detection performance, setting...”
Testo

GROOT: Effective Design of Biological Sequences with Limited Experimental Data di Tran, Thanh V. T., Ngo, Nhat Khang, Nguyen, Viet Anh, Hy, Truong Son

Sommario: “... algorithms toward optimal outputs. However, existing methods struggle when labeled data is limited...”
Testo

From Text to Pose to Image: Improving Diffusion Model Control and Quality di Bonnet, Clément, Lee, Ariel N., Wertel, Franck, Tamano, Antoine, Cizain, Tanguy, Ducru, Pablo

Sommario: “... algorithm, and a new pose adapter that incorporates more pose keypoints for higher pose fidelity. Together...”
Testo

MGHF: Multi-Granular High-Frequency Perceptual Loss for Image Super-Resolution di Sami, Shoaib Meraj, Hasan, Md Mahedi, Saadabadi, Mohammad Saeed Ebrahimi, Dawson, Jeremy, Nasrabadi, Nasser, Rao, Raghuveer

Sommario: “... on various super-resolution algorithms, including GAN- and diffusion-based methods, demonstrate that our MGHF...”
Testo

LDM-Morph: Latent diffusion model guided deformable image registration di Wu, Jiong, Gong, Kuang

Sommario: “..., an unsupervised deformable registration algorithm for medical image registration. LDM-Morph integrated features...”
Testo

AeroGen: Enhancing Remote Sensing Object Detection with Diffusion-Driven Data Generation di Tang, Datao, Cao, Xiangyong, Wu, Xuan, Li, Jialin, Yao, Jing, Bai, Xueru, Jiang, Dongsheng, Li, Yin, Meng, Deyu

Sommario: “... significantly limits the performance of current detection algorithms. Although existing techniques, e.g., data...”
Testo

Unveiling the Superior Paradigm: A Comparative Study of Source-Free Domain Adaptation and Unsupervised Domain Adaptation di Wang, Fan, Han, Zhongyi, Liu, Xingbo, Gao, Xin, Yin, Yilong

Sommario: “... is an open and timely question with significant implications for deploying adaptive algorithms in practical...”
Testo

Pretrained LLM Adapted with LoRA as a Decision Transformer for Offline RL in Quantitative Trading di Yun, Suyeol

Sommario: “.... Our model performs competitively with established offline RL algorithms, including Conservative Q...”
Testo

Monocular Obstacle Avoidance Based on Inverse PPO for Fixed-wing UAVs di Chai, Haochen, Su, Meimei, Lyu, Yang, Liu, Zhunga, Zhao, Chunhui, Pan, Quan

Sommario: “... smoothness and confirm the feasibility of implementing the algorithm on edge devices. The source code...”
Testo

TexGaussian: Generating High-quality PBR Material via Octree-based 3D Gaussian Splatting di Xiong, Bojun, Liu, Jialun, Hu, Jiakui, Wu, Chenming, Wu, Jinbo, Liu, Xing, Zhao, Chen, Ding, Errui, Lian, Zhouhui

Sommario: “... photorealistic rendering across diverse environment maps. Developing an effective and efficient algorithm...”
Testo

M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation di Zhang, Tao, Liu, Zhenhai, Qi, Feipeng, Jiao, Yongjun, Wu, Tailin

Sommario: “.... Furthermore, existing numerical algorithms struggle with highly complex large-scale structures in multi...”
Testo

Benchmarking Federated Learning for Semantic Datasets: Federated Scene Graph Generation di Ha, SeungBum, Lee, Taehwan, Lim, Jiyoun, Yoon, Sung Whan

Sommario: “... the effectiveness of our benchmark by applying robust federated learning algorithms to data heterogeneity to show...”
Testo

MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control di Lee, Sunbowen, Lyu, Hongqin, Gong, Yicheng, Sun, Yingying, Deng, Chao

Sommario: “... optimization algorithm as the backbone, allowing value evaluation to consider both local features and global...”
Testo

Long-Term Upper-Limb Prosthesis Myocontrol via High-Density sEMG and Incremental Learning di Di Domenico, Dario, Boccardo, Nicolò, Marinelli, Andrea, Canepa, Michele, Gruppioni, Emanuele, Laffranchi, Matteo, Camoriano, Raffaello

Sommario: “.... We thoroughly analyze multiple learning algorithms across 7 subjects, including one with limb absence...”
Testo